IEEE Transactions on Neural Networks and Learning Systems

IEEE Transactions on Neural Networks and Learning Systems is a journal published by the IEEE Computational Intelligence Society, founded in 1990 as IEEE Transactions on Neural Networks and renamed in 2012, covering neural networks and learning systems, indexed in the Science Citation Index Expanded and Scopus, with a 2025 impact factor of 9.7IEEE Transactions on Neural Networks and Learning Systems 由 IEEE 计算智能学会出版，1990 年以 IEEE Transactions on Neural Networks 之名创刊，2012 年更名，涵盖神经网络与学习系统，被科学引文索引扩展版与 Scopus 收录，2025 年影响因子为 9.7。

Scope

• Theory, design and applications of neural networks and learning systems神经网络与学习系统的理论、设计与应用。
• Deep learning, reinforcement learning and representation learning深度学习、强化学习与表征学习。
• Learning algorithms across supervised, unsupervised and self-supervised settings涵盖监督、无监督与自监督学习算法。
• Applications in vision, language, control, robotics and biomedicine应用于视觉、语言、控制、机器人与生物医学。
• Hardware, optimisation and analysis of learning systems学习系统的硬件、优化与分析。

History

• The journal was founded in 1990 as IEEE Transactions on Neural Networks该刊 1990 年以 IEEE Transactions on Neural Networks 之名创刊。
• It was renamed IEEE Transactions on Neural Networks and Learning Systems in 2012 to reflect the broadening of the field2012 年更名为 IEEE Transactions on Neural Networks and Learning Systems，以反映该领域的扩展。
• It is published by the IEEE Computational Intelligence Society and appears monthly该刊由 IEEE 计算智能学会出版，为月刊。
• Its impact factor peaked above 14 in 2021 and stood at 9.7 in 2025其影响因子 2021 年曾超过 14，至 2025 年为 9.7。

Editors

• The editor-in-chief is Yongduan Song of Chongqing University, who has served since 1 January 2022现任主编为重庆大学的 Yongduan Song，自 2022 年 1 月起任职。
• The journal is supported by associate editors and an editorial board spanning many countries该刊由分布多国的副编辑与编委协助。
• It publishes regular papers, brief papers and special issues刊载长文、短文与专刊。
• Manuscripts undergo peer review, and the journal offers hybrid open access稿件经同行评审，该刊提供混合开放获取。